College Park Dog Park (Members Only) in College Park, Maryland. Visitors appreciate the park’s cleanliness, ample space, and well-maintained facilities, which contribute to a pleasant atmosphere. However, some caution that the park can become muddy after rain, and there are occasional concerns about aggressive dogs.